Postdoctoral Fellow

We are sharing a specialised opportunity for advanced STEM researchers and graduate-level experts to contribute to large language model evaluation and training through challenging scientific problem design, rigorous reasoning, and high-quality solution development.Selected professionals will design and solve complex STEM problems, develop structured step-by-step explanations, identify areas where advanced AI systems struggle, and collaborate with research teams on evaluation strategies and benchmarks. The work is especially relevant to candidates with strong backgrounds in physics, mathematics, biology, chemistry, applied physics, or related disciplines.Key ResponsibilitiesAdvanced STEM Problem DevelopmentDesign challenging problems across advanced STEM domainsCreate tasks that probe limitations in model reasoningDevelop problems requiring abstraction and multi-step analysisIncorporate symbolic or quantitative reasoning where appropriateMaintain appropriate difficulty across undergraduate through doctoral-level topicsProblem Solving & Solution DevelopmentSolve complex STEM problems accurately and efficientlyProduce clear step-by-step solutionsExplain assumptions and intermediate reasoning explicitlyStructure solutions for ease of evaluation and reviewApply rigorous analytical methods throughout problem-solving workflowsModel Evaluation & Error AnalysisEvaluate how large language models respond to advanced STEM tasksIdentify recurring weaknesses in reasoning and problem decompositionAnalyse errors involving abstraction, symbolic manipulation, or multi-step logicDistinguish conceptual mistakes from calculation or interpretation errorsProvide structured observations to support model improvementBenchmark & Evaluation DesignHelp define new STEM evaluation benchmarksAlign problem design with specific research objectivesContribute tasks spanning different levels of technical difficultyRefine evaluation criteria based on observed model behaviourResearch Collaboration & Technical CommunicationCollaborate remotely with AI researchers and technical contributorsExplain STEM concepts in clear and accessible languageProvide constructive feedback and detailed annotationsCommunicate analytical findings in a structured formatWork independently while maintaining reliable project deliveryIdeal ProfileCurrently pursuing or holding a Master's, Ph.D., or postdoctoral position in a STEM fieldBackground in Physics, Applied Physics, Mathematics, Biology, Chemistry, or a related disciplineStrong analytical and research capabilitiesAbility to solve complex quantitative and conceptual problemsStrong foundation in advanced STEM reasoningAbility to break difficult concepts into clear explanationsComfortable with abstraction and multi-step reasoningStrong logical and structured problem-solving skillsAbility to provide detailed annotations and constructive feedbackCreative and lateral thinking abilitiesExcellent written English communicationStrong remote collaboration skillsSelf-motivated and able to work independentlyReliable desktop or laptop setup with a stable internet connectionAbility to explain technical concepts using simple language, visuals, and scientific reasoning where appropriateEngagement DetailsContractor assignment / freelance engagementFully remoteSource materials describe the opportunity as full-time, while the formal engagement type is contractor/freelancerWork will involve advanced STEM problem design, solution development, model evaluation, and benchmark creationProjects may span physics, mathematics, biology, chemistry, and related scientific disciplinesPhysics-focused evaluation may include topics ranging from early undergraduate through Ph.D. levelCollaboration will involve research teams working on advanced language-model evaluationContract extension may be available depending on performance and project requirementsNo medical or paid-leave benefits are included under the stated contractor arrangementWork must be completed without using confidential, proprietary, unpublished research, restricted datasets, or otherwise protected information belonging to any employer, laboratory, university, research group, client, or other third partyAbout the PlatformThis opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: 24-MAG LLC